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ICML
2005
IEEE
16 years 7 months ago
Reinforcement learning with Gaussian processes
Gaussian Process Temporal Difference (GPTD) learning offers a Bayesian solution to the policy evaluation problem of reinforcement learning. In this paper we extend the GPTD framew...
Yaakov Engel, Shie Mannor, Ron Meir
ICASSP
2009
IEEE
16 years 1 months ago
The fractional Hilbert transform and dual-tree Gabor-like wavelet analysis
We provide an amplitude-phase representation of the dual-tree complex wavelet transform by extending the fixed quadrature relationship of the dual-tree wavelets to arbitrary phas...
Kunal Narayan Chaudhury, Michael Unser
AIME
2009
Springer
16 years 28 days ago
An Ambient Intelligent Agent for Relapse and Recurrence Monitoring in Unipolar Depression
: Mental healthcare is a prospective area for applying AI techniques. For example, a computerized system could support individuals with a history of depression in maintaining their...
Azizi Ab Aziz, Michel C. A. Klein, Jan Treur
CNSR
2008
IEEE
105views Communications» more  CNSR 2008»
16 years 23 days ago
Information Retrieval in Network Administration
Network administration is a task that requires experience in relating symptoms of network problems with possible causes and corrective actions. We describe the design of a system ...
Ashley George, Adetokunbo Makanju, A. Nur Zincir-H...
HICSS
2007
IEEE
93views Biometrics» more  HICSS 2007»
16 years 19 days ago
Using Systems Dynamics to Explore Effects of Counterterrorism Policy
This paper suggests that the effects of counterterrorism policy on Violent Non-State Actors can be explored via systems dynamics. Specifically, we create a descriptive model of th...
Tara Leweling, Otto Sieber